Lecture 16: Poisson regression and log-linear model

WeekCourse ContentCourse VideoCourse Download
IntroductionWatch OnlineMP4 Download
Lecture 1Lecture 1-1: A review of basic statistical conceptsWatch OnlineMP4 Download
Lecture 1-2: Measures of association with emphasis on the di erence of meansWatch OnlineMP4 Download
Lecture 2Lecture 2: Basics of linear regression analysisWatch OnlineMP4 Download
Lab 2 同學報告: 謝念廷 陳柏魁 許凱璋 席瑋辰 陶冠蘭 劉冠妤同學Watch OnlineMP4 Download
Lecture 4Lecture 4: CorrelationWatch OnlineMP4 Download
Lab 4 同學報告: 李杰、林經濰、陳珮文、陳奕良、彭恩榮、李驊同學Watch OnlineMP4 Download
Lecture 5Lecture 5-1: Analysis of variance (ANOVA) table and prediction of yWatch OnlineMP4 Download
Lecture 5-2: Basics of multiple linear regressionWatch OnlineMP4 Download
Lab 5 同學報告: 石昕秀、李東恩、侯昱德、劉學汝、李俊昌、方思婷同學Watch OnlineMP4 Download
Lecture 6Lecture 6-1: Hypothesis testing in multiple regressionWatch OnlineMP4 Download
Lecture 6-2: Polynomial terms and dummy variablesWatch OnlineMP4 Download
Lab 6 同學報告: 顏天保、劉又齊、藍玉朋、曾郁翔、唐心誠、林志豪 同學Watch OnlineMP4 Download
Lecture 7Lecture 7: Interaction and confoundingWatch OnlineMP4 Download
Lecture 7 補充: Confounding and interaction in epidemiologyWatch OnlineMP4 Download
Lab 7 同學報告: 黃郁豪、梁思婕、張登凱、何杰翰、周佳瑜同學Watch OnlineMP4 Download
Lecture 8Lecture 8-1: Regression diagnosisWatch OnlineMP4 Download
Lecture 8-2: Variable selection and model buildingLecture 8-2: Variable selection and model buildingWatch OnlineMP4 Download
Lab 9 同學報告: 許凱璋同學Watch OnlineMP4 Download
Lab 9 同學報告: 李杰、林經濰、陳珮文、陳奕良、彭恩榮、李驊同學Watch OnlineMP4 Download
Lecture 11Lecture 11: Relative risk, odds ratio and signi cance testing for 2*2 tablesWatch OnlineMP4 Download
Lecture 12Lecture 12: Introduction to logistic regressionWatch OnlineMP4 Download
Lab 12 同學報告: 石昕秀、李東恩、侯昱德、劉學汝、李俊昌、方思婷同學Watch OnlineMP4 Download
Lecture 13Lecture 13-1: Logistic regression for contingency tablesWatch OnlineMP4 Download
Lecture 13-2: Goodness-of- t for logistic regressionWatch OnlineMP4 Download
Lab 13 同學報告: 顏天保、劉又齊、藍玉朋、曾郁翔、唐心誠、林志豪同學Watch OnlineMP4 Download
Lecture 14Lecture 14: Logistic regression for case-control data and conditional logistic regressionWatch OnlineMP4 Download
Lab 14 同學報告: 何杰翰、梁思婕、張登凱、周家瑜、黃郁豪同學Watch OnlineMP4 Download
Lecture 15Lecture 15: Analysis of polytomous dataWatch OnlineMP4 Download
Lab 15 同學報告: 謝念廷 陳柏魁 許凱璋 席瑋辰 陶冠蘭 劉冠妤同學Watch OnlineMP4 Download
Lecture 16Lecture 16: Poisson regression and log-linear modelWatch OnlineMP4 Download
Lab 16 同學報告: 李杰、林經濰、陳珮文、陳奕良、彭恩榮、李驊同學Watch OnlineMP4 Download
Lecture 17Lecture 17: Generalized linear modelsWatch OnlineMP4 Download
Lab 17 同學報告: 石昕秀、李東恩、侯昱德、劉學汝、李俊昌、方思婷同學Watch OnlineMP4 Download